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The influence of diversity and experience on the effects of crowd size

dc.contributor.authorRobert, Lionel P.
dc.contributor.authorRomero, Daniel M.
dc.date.accessioned2017-02-02T22:01:53Z
dc.date.available2018-04-02T18:03:23Zen
dc.date.issued2017-02
dc.identifier.citationRobert, Lionel P.; Romero, Daniel M. (2017). "The influence of diversity and experience on the effects of crowd size." Journal of the Association for Information Science and Technology 68(2): 321-332.
dc.identifier.issn2330-1635
dc.identifier.issn2330-1643
dc.identifier.urihttps://hdl.handle.net/2027.42/136037
dc.publisherSage Publications, Inc
dc.publisherWiley Periodicals, Inc.
dc.titleThe influence of diversity and experience on the effects of crowd size
dc.typeArticleen_US
dc.rights.robotsIndexNoFollow
dc.subject.hlbsecondlevelInformation Science
dc.subject.hlbtoplevelSocial Sciences
dc.description.peerreviewedPeer Reviewed
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/136037/1/asi23653_am.pdf
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/136037/2/asi23653.pdf
dc.identifier.doi10.1002/asi.23653
dc.identifier.sourceJournal of the Association for Information Science and Technology
dc.identifier.citedreferenceRobert, L.P., Jr., Dennis, A.R., & Ahuja, M.K. ( 2008 ). Social capital and knowledge integration in digitally enabled teams. Information Systems Research, 19 ( 3 ), 314 – 334.
dc.identifier.citedreferenceWMDW. ( 2014 ). Charting diversity: Working together towards diversity in Wikipedia. Retrieved from https://upload.wikimedia.org/wikipedia/commons/5/57/Charting_Diversity.pdf
dc.identifier.citedreferenceStasser, G., Taylor, L.A., & Hanna, C. ( 1994 ). Information sampling in structured and unstructured discussions of three‐ and six‐person groups. Journal of Personality and Social Psychology, 57 ( 1 ), 67 – 78.
dc.identifier.citedreferenceStvilia, B., Twidale, M.B., Smith, L.C., & Gasser, L. ( 2005 ). Assessing information quality of a community‐based encyclopedia. Proceedings of ICIQ, Cambridge, MA. Retrieved from http://mitiq.mit.edu/ICIQ/Documents/IQ%20Conference%202005/Papers/AssessingIQofaCommunity-basedEncy.pdf
dc.identifier.citedreferenceSuh, B., Convertino, G., Chi, E.H., & Pirolli, P. ( 2009 ). The singularity is not near: Slowing growth of Wikipedia. WikiSym, 8, 1 – 10.
dc.identifier.citedreferenceTesluk, P.E., & Jacobs, R.R. ( 1998 ). Toward an integrated model of work experience. Personnel Psychology, 51 ( 2 ), 321 – 355.
dc.identifier.citedreferenceThomas, E.J., & Fink, C.F. ( 1963 ). Effects of group size. Psychological Bulletin, 60 ( 4 ), 371.
dc.identifier.citedreferenceValacich, J.S., Wheeler, B.C., Mennecke, B.E., & Wachter, R.M. ( 1995 ). The effects of numerical and logical group size on computer mediated idea generation. Organizational Behavior and Human Decision Processes, 62 ( 3 ), 318 – 329.
dc.identifier.citedreferenceVan Knippenberg, D., & Schippers, M.C. ( 2007 ). Work group diversity. Annual Review of Psychology, 58, 515 – 541.
dc.identifier.citedreferenceWagner, J.A., Ferris, G.R., Fandt, P.M., & Wayne, S.J. ( 1987 ). The organizational tenure–job involvement relationship: A job‐career experience explanation. Journal of Occupational Behavior, 8, 63 – 70.
dc.identifier.citedreferenceWeber, R.A., Camerer, C.F., Rottenstreich, Y., & Knez, M. ( 2001 ). The illusion of leadership: Misattribution of cause in coordination games. Organization Science, 12 ( 5 ), 582 – 598.
dc.identifier.citedreferenceWilkinson, D.M., & Huberman, B.A. ( 2007 ). Assessing the value of cooperation in Wikipedia. First Monday, 12 ( 4 ). Retrieved from http://dx.doi.org/10.5210/fm.v12i4.1763
dc.identifier.citedreferenceWindeler, J.B., Maruping, L.M., Robert, L.P., & Riemenschneider, C.K. ( 2015 ). E‐profiles, conflict, and shared understanding in distributed teams. Journal of the Association for Information Systems, 16 ( 7 ), 608 – 645.
dc.identifier.citedreferenceWright, T.A., & Bonett, D.G. ( 1993 ). Role of employee coping and performance in voluntary employee withdrawal: A research refinement and elaboration. Journal of Management, 19 ( 1 ), 147 – 161.
dc.identifier.citedreferenceWright, T.A., & Bonett, D.G. ( 2002 ). The moderating effects of employee tenure on the relation between organizational commitment and job performance: A meta‐analysis. Journal of Applied Psychology, 87 ( 6 ), 1183 – 1190.
dc.identifier.citedreferenceXiao, L. ( 2014 ). Effects of rationale awareness in online ideation crowdsourcing tasks. Journal of the American Society for Information Science and Technology, 65 ( 8 ), 1707 – 1720.
dc.identifier.citedreferenceYu, L.L., & Nickerson, J.V. ( 2011 ). Generating creative ideas through crowds: An experimental study of combination. Proceedings of the thirty‐second international conference on information systems. Abstract retrieved from http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2039547
dc.identifier.citedreferenceAhuja, M.K., Chudoba, K.M., Kacmar, C.J., McKnight, D.H., & George, J.F. ( 2007 ). IT road warriors: Balancing work‐family conflict, job autonomy, and work overload to mitigate turnover intentions. MIS Quarterly, 31 ( 1 ), 1 – 17.
dc.identifier.citedreferenceAiken, L.S., & West, S.G. ( 1991 ). Multiple regression: Testing and interpreting interactions. Newbury Park, CA: Sage Publications, Inc.
dc.identifier.citedreferenceAlnuaimi, O.A., Robert, L., & Maruping, L.M. ( 2009 ). Social loafing in brainstorming CMC teams: The role of moral disengagement. Proceedings of the 42nd Hawaii International Conference on System Sciences (pp. 1 – 9 ). Big Island, HI: IEEE. doi: 10.1109/HICSS.2009.396
dc.identifier.citedreferenceAlnuaimi, O.A., Robert, L.P., & Maruping, L.M. ( 2010 ). Team size, dispersion, and social loafing in technology‐supported teams: A perspective on the theory of moral disengagement. Journal of Management Information Systems, 27 ( 1 ), 203 – 230.
dc.identifier.citedreferenceAmason, A.C., & Sapienza, H.J. ( 1997 ). The effects of top management team size and interaction norms on cognitive and affective conflict. Journal of Management, 23 ( 4 ), 495 – 516.
dc.identifier.citedreferenceArazy, O., & Nov, O. ( 2010 ). Determinants of Wikipedia quality: The roles of global and local contribution inequality. Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work (pp. 233 – 236 ). New York, NY: ACM.
dc.identifier.citedreferenceArazy, O., Nov, O., Patterson, R., & Yeo, L. ( 2011 ). Information quality in Wikipedia: The effects of group composition and task conflict. Journal of Management Information Systems, 27, 71 – 98.
dc.identifier.citedreferenceArazy, O., Yeo, L., & Nov, O. ( 2013 ). Stay on the Wikipedia task: When task‐related disagreements slip into personal and procedural conflicts. Journal of the American Society for Information Science and Technology (JASIST), 64 ( 8 ), 1634 – 1648.
dc.identifier.citedreferenceArazy, O.F.E.R., Morgan, W., & Patterson, R. ( 2006, December). Wisdom of the crowds: Decentralized knowledge construction in Wikipedia. Paper Presented at the 16th Annual Workshop on Information Technologies & Systems (WITS), Phoenix, AZ.
dc.identifier.citedreferenceArmstrong‐Stassen, M. ( 1994 ). Coping with transition: A study of layoff survivors. Journal of Organizational Behavior, 15 ( 7 ), 597 – 621.
dc.identifier.citedreferenceBretz, R.D., & Judge, T.A. ( 1994 ). Person–organization fit and the theory of work adjustment: Implications for satisfaction, tenure, and career success. Journal of Vocational Behavior, 44, 32 – 54.
dc.identifier.citedreferenceButler, B.S. ( 2001 ). Membership size, communication activity, and sustainability: A resource‐based model of online social structures. Information Systems Research, 12 ( 4 ), 346 – 362.
dc.identifier.citedreferenceCarillo, K., & Okoli, C. ( 2011 ). Generating quality open content: A functional group perspective based on the time, interaction, and performance theory. Information & Management, 48 ( 6 ), 208 – 219.
dc.identifier.citedreferenceChen, J., Ren, Y., & Riedl, J. ( 2010 ). The effects of diversity on group productivity and member withdrawal in online volunteer groups. Proceedings of CHI2010, Atlanta, GA. New York, NY: ACM.
dc.identifier.citedreferenceChoi, M.S., Woo, J., & Han, I. ( 2013 ). Understanding the group size for collaborative work in Wiki‐based communities. Proceedings of PACIS 2013, JeJu Island, Korea. Retrieved from http://aisel.aisnet.org/pacis2013/31
dc.identifier.citedreferenceCosley, D., Frankowski, D., Terveen, L., & Riedl, J. ( 2007 ). SuggestBot: Using intelligent task routing to help people find work in Wikipedia. Proceedings of the 12th International Conference on Intelligent User Interfaces (pp. 32 – 41 ). New York, NY: ACM.
dc.identifier.citedreferenceCox, T.H., & Blake, S. ( 1991 ). Managing cultural diversity: Implications for organizational competitiveness. The Academy of Management Executive, 5 ( 3 ), 45 – 56.
dc.identifier.citedreferenceCummings, J.N., Kiesler, S., Zadeh, R.B., & Balakrishnan, A.D. ( 2013 ). Group heterogeneity increases the risks of large group size: A longitudinal study of productivity in research groups. Psychological Science, 24 ( 6 ), 880 – 890.
dc.identifier.citedreferenceDaniel, S., Agarwal, R., & Stewart, K.J. ( 2013 ). The effects of diversity in global, distributed collectives: A study of open source project success. Information Systems Research, 24 ( 2 ), 312 – 333.
dc.identifier.citedreferenceDokko, G., Wilk, S.L., & Rothbard, N.P. ( 2009 ). Unpacking prior experience: How career history affects job performance. Organization Science 20 ( 1 ), 51 – 68.
dc.identifier.citedreferenceGonzalez, J.A., & Denisi, A.S. ( 2009 ). Cross‐level effects of demography and diversity climate on organizational attachment and firm effectiveness. Journal of Organizational Behavior, 30 ( 1 ), 21 – 40.
dc.identifier.citedreferenceGotsis, G., & Kortezi, Z. ( 2015 ). Workplace diversity: A resource or a source of conflict? In Critical studies in diversity management literature (pp. 1 – 12 ). Dordrecht, The Netherlands: Springer.
dc.identifier.citedreferenceGoyal, S., Maruping, L., & Robert, L. ( 2008 ). Diversity and conflict in teams: A faultline model perspective. In Academy of Management Proceedings, 2008 ( 1 ), 1 – 6.
dc.identifier.citedreferenceGroysberg, B., Polzer, J., & Elfenbein, H. ( 2011 ). Too many cooks spoil the broth: How high‐status individuals decrease group effectiveness. Organization Science, 22 ( 3 ), 722 – 737.
dc.identifier.citedreferenceHale, D., Ployhart, R., & Shepherd, W. ( 2015 ). A two‐phase longitudinal model of a turnover event: Disruption, recovery rates, and moderators of collective performance. Academy of Management Journal. Advance online publication. doi: 10.5465/amj.2013.0546
dc.identifier.citedreferenceHalfaker, A., Geiger, R.S., Morgan, J., & Riedl, J. ( 2013 ). The rise and decline of an open collaboration community. How Wikipedia’s reaction to sudden popularity is causing its decline. American Behavioral Scientist, 57 ( 5 ), 664 – 688.
dc.identifier.citedreferenceHalfaker, A., Kittur, A., & Riedl, J. ( 2011 ). Don’t bite the newbies: How reverts affect the quantity and quality of Wikipedia work. Proceedings of the 7th international symposium on Wikis and open collaboration (WikiSym ’11). New York, NY: ACM.
dc.identifier.citedreferenceHarrison, D.A., & Klein, K.J. ( 2007 ). What’s the difference? Diversity constructs as separation, variety, or disparity in organizations. Academy of Management Review, 32, 1199 – 1228.
dc.identifier.citedreferenceHausknecht, J.P., Trevor, C.O., & Howard, M.J. ( 2009 ). Unit‐level voluntary turnover rates and customer service quality: Implications of group cohesiveness, newcomer concentration, and size. Journal of Applied Psychology, 94 ( 4 ), 1068.
dc.identifier.citedreferenceJehn, K.A., Northcraft, G.B., & Neale, M.A. ( 1999 ). Why differences make a difference: A field study of diversity, conflict, and performance in workgroups. Administrative Science Quarterly, 4, 741.
dc.identifier.citedreferenceJohnston, M.W., Parasuraman, A., & Futrell, C.M. ( 1989 ). Extending a model of salesperson role perceptions and work‐related attitudes: Impact of job tenure. Journal of Business Research, 18 ( 4 ), 269 – 290.
dc.identifier.citedreferenceJoseph, D., Kok‐Yee, N., Koh, C., & Soon, A. ( 2007 ). Turnover of information technology professionals: A narrative review, meta‐analytic structural equation modeling, and model development. MIS Quarterly, 31 ( 3 ), 547 – 577.
dc.identifier.citedreferenceKane, G.C. ( 2011 ). A multi‐method study of information quality in Wiki collaboration. ACM Transactions on Management Information Systems, 2 ( 1 ), 4:1–4:16.
dc.identifier.citedreferenceKittur, A., Chi, E., & Suh, B. ( 2008 ). Crowdsourcing for usability: Using micro‐task markets for rapid, remote, and low‐cost user measurements. Proceedings of CHI2008, Florence, Italy. New York, NY: ACM.
dc.identifier.citedreferenceKittur, A., & Kraut, R.E. ( 2008 ). Harnessing the wisdom of crowds in Wikipedia: Quality through coordination. Proceedings of the 2008 conference on computer supported cooperative work (pp. 37–46). New York, NY: ACM.
dc.identifier.citedreferenceKittur, A., & Kraut, R.E. ( 2010 ). Beyond Wikipedia: Coordination and conflict in online production groups. Proceedings of CSCW ’10 (pp. 215 – 224 ). New York, NY: ACM.
dc.identifier.citedreferenceKittur, A., Lee, B., & Kraut, R.E. ( 2009 ). Coordination in collective intelligence: The role of team structure and task interdependence. Proceedings of the SIGCHI conference on human factors in computing systems (pp. 1495 – 1504 ). New York, NY: ACM.
dc.identifier.citedreferenceKrackhardt, D., & Porter, L.W. ( 1985 ). When friends leave: A structural analysis of the relationship between turnover and stayers’ attitudes. Administrative Science Quarterly, 30 (1985), 242 – 261.
dc.identifier.citedreferenceKrieger, M., Stark, E.M., & Klemmer, S.R. ( 2009 ). Coordinating tasks on the commons: Designing for personal goals, expertise and serendipity. Proceedings of CHI2009, Boston, MA (pp. 1485 – 1494 ). New York, NY: ACM.
dc.identifier.citedreferenceKristof‐Brown, A.L., Zimmerman, R.D., & Johnson, E.C. ( 2005 ). Consequences of individuals’ fit at work: A meta‐analysis of person‐job, person‐organization, person‐group, and person‐supervisor fit. Personnel Psychology, 58 ( 2 ), 281 – 342.
dc.identifier.citedreferenceLam, S.K., & Riedl, J. ( 2011 ). The past, present, and future of Wikipedia. Computer, 44 ( 3 ), 87 – 90.
dc.identifier.citedreferenceLarson, J.R., Christensen, C., Abbott, A.S., & Franz, T.M. ( 1996 ). Diagnosing groups: Charting the flow of information in medical decision‐making teams. Journal of Personality and Social Psychology, 2, 315 – 330.
dc.identifier.citedreferenceLiu, J., & Ram, S. ( 2011 ). Who does what: Collaboration patterns in the Wikipedia and their impact on article quality. ACM Transactions on Management Information Systems, 2 ( 2 ), 1 – 23.
dc.identifier.citedreferenceLong, B.C. ( 1993 ). Coping strategies of male managers: A prospective analysis of predictors of psychosomatic symptoms and job satisfaction. Journal of Vocational Behavior, 42 ( 2 ), 184 – 199.
dc.identifier.citedreferenceMcDonald, D.W. ( 2003 ). Recommending collaboration with social networks: A comparative evaluation. Proceedings of CHI2003, Ft. Lauderdale, FL. New York, NY: ACM.
dc.identifier.citedreferenceMcEvoy, G.M., & Cascio, W.F. ( 1987 ). Do good or poor performers leave? A meta‐analysis of the relationship between performance and turnover. Academy of Management Journal, 30 ( 4 ), 744 – 762.
dc.identifier.citedreferenceMesgari, M., Okoli, C., Mehdi, M., Nielsen, F.Å., & Lanamäki, A. ( 2015 ). “ The sum of all human knowledge”: A systematic review of scholarly research on the content of Wikipedia. Journal of the Association for Information Science and Technology, 66 ( 2 ), 219 – 245.
dc.identifier.citedreferenceNewell, J., Maruping, L., Riemenschneider, C., & Robert, L. ( 2008 ). Leveraging e‐identities: The impact of perceived diversity on team social integration and performance. Proceedings of ICIS 2008. Paris, France. Retrieved from http://aisel.aisnet.org/cgi/viewcontent.cgi?article=1171&context=icis2008
dc.identifier.citedreferenceNewell, J., Robert, L.P., Riemenschneider, C., & Maruping, L.M. ( 2009 ). Influencing individual perceptions of deep level diversity in virtual learning teams (VLT). Proceedings of HICSS 2009. IEEE Press. Waikoloa, Big Island, HI, USA. doi: 10.1109/HICSS.2009.252
dc.identifier.citedreferenceNg, T.W.H., & Feldman, D.C. ( 2010 ). Organizational tenure and job performance. Journal of Management, 36 ( 5 ), 1220 – 1250.
dc.identifier.citedreferenceO’Reilly, C.A., Caldwell, D.F., & Barnett, W.P. ( 1989 ). Work group demography, social integration, and turnover. Administrative Science Quarterly, 34, 21 – 37.
dc.identifier.citedreferenceOliver, P.E., & Marwell, G. ( 1988 ). The paradox of group size in collective action: A theory of the critical mass. II. American Sociological Review, 53 ( 1 ), 1 – 8.
dc.identifier.citedreferenceOverbeck, J.R., Correll, J., & Park, B. ( 2005 ). Internal status sorting in groups: The problem of too many stars. In M.C. Thomas‐Hunt (Ed.), Research on managing groups and teams: Status and groups (Vol. 7 ). Oxford, UK: Elsevier.
dc.identifier.citedreferencePage, S.E. ( 2007 ). The difference: How the power of diversity creates better groups, firms, schools, and societies. Princeton, NJ: Princeton University Press.
dc.identifier.citedreferenceQin, X., Salter‐Townshend, M., & Cunningham, P. ( 2014 ). Exploring the relationship between membership turnover and productivity in online communities. Proceedings of the eighth international AAAI conference on weblogs and social media (pp. 406 – 415 ). Ann Arbor, MI: Association for the Advancement of Artificial Intelligence (AAAI).
dc.identifier.citedreferenceRansbotham, S., & Kane, G.C. ( 2011 ). Membership turnover and collaboration success in online communities: Explaining rises and falls from grace in Wikipedia. MIS Quarterly, 35 ( 3 ), 613.
dc.identifier.citedreferenceRobert, L., & Romero, D.M. ( 2015 ). Crowd size, diversity and performance. Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (pp. 1379–1382). New York, NY: ACM.
dc.identifier.citedreferenceRobert, L.P. ( 2013 ). A multi‐level analysis of the impact of shared leadership in diverse virtual teams. Proceedings of the CSCW (pp. 363 – 374 ). New York, NY: ACM. doi: 10.1145/2441776.2441818
dc.identifier.citedreferenceRomero, D.M., Huttenlocher, D., & Kleinberg, J. ( 2015 ). Coordination and Efficiency in Decentralized Collaboration. In the Proceedings of the 9th International AAAI Conference on Weblogs and Social Media, (ICWSM’ 15), (pp. 367 – 376 ). AAAI, Oxford, UK.
dc.identifier.citedreferenceSrinivasan, S.‐S., Maruping, L.M., & Robert, L.P. ( 2010 ). St. Louis, Missouri, USA. Mechanisms underlying social loafing in technology teams: An empirical analysis. Proceedings of ICIS 2010, St. Louis, Missouri, USA. Retrieved from http://aisel.aisnet.org/icis2010_submissions/183
dc.identifier.citedreferenceSrinivasan, S.S., Maruping, L.M., & Robert, L.P. ( 2012 ). Idea generation in technology—Supported teams: A multilevel motivational perspective. Proceedings of the 45th Hawaii international conference on system science (pp. 247–256). Maui, HI: IEEE. doi: 10.1109/HICSS.2012.308
dc.owningcollnameInterdisciplinary and Peer-Reviewed


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